Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning

Md Shakil Zaman, Jwala Dhamala, Pradeep Bajracharya, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang

Research output: Contribution to journalArticlepeer-review

7 Citations (Scopus)
Original languageEnglish
Article number740306
JournalFrontiers in Physiology
Volume12
DOIs
Publication statusPublished - Oct 25 2021
Externally publishedYes

ASJC Scopus Subject Areas

  • Physiology (medical)
  • Physiology

Keywords

  • Gaussian process
  • cardiac electrophysiological model
  • high-dimensional Bayesian optimization
  • probabilistic parameter estimation
  • variational autoencoder

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